Athira Nambiar

According to our database, Athira Nambiar authored at least 32 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Novel Context-Adaptive Fusion of Shadow and Highlight Regions for Efficient Sonar Image Classification.

Kamal Basha S, Anukul Kiran B, Athira Nambiar, Suresh Rajendran

CoRR, June, 2025

Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay.

Sriram Mandalika, Harsha Vardhan, Athira Nambiar

CoRR, May, 2025

PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario.

Sriram Mandalika, Lalitha V, Athira Nambiar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Exploring Fusion Techniques and Explainable AI on Adapt-FuseNet: Context-Adaptive Fusion of Face and Gait for Person Identification.

Thejaswin S, Ashwin Prakash, Athira M. Nambiar, Alexandre Bernardino

IEEE Trans. Biom. Behav. Identity Sci., October, 2024

Synth-SONAR: Sonar Image Synthesis with Enhanced Diversity and Realism via Dual Diffusion Models and GPT Prompting.

Purushothaman Natarajan, Kamal Basha S, Athira Nambiar

CoRR, 2024

Underwater SONAR Image Classification and Analysis using LIME-based Explainable Artificial Intelligence.

Purushothaman Natarajan, Athira Nambiar

CoRR, 2024

VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language Models.

Purushothaman Natarajan, Athira Nambiar

CoRR, 2024

S3Simulator: A Benchmarking Side Scan Sonar Simulator Dataset for Underwater Image Analysis.

Kamal Basha S, Athira Nambiar

Proceedings of the Pattern Recognition - 27th International Conference, 2024

SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios.

Sriram Mandalika, Athira Nambiar

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Model-agnostic explainable artificial intelligence tools for severity prediction and symptom analysis on Indian COVID-19 data.

Athira Nambiar, Harikrishnaa S, Sharanprasath S

Frontiers Artif. Intell., February, 2023

Multimodal Adaptive Fusion of Face and Gait Features using Keyless attention based Deep Neural Networks for Human Identification.

Ashwin Prakash, Thejaswin S, Athira M. Nambiar, Alexandre Bernardino

CoRR, 2023

Adapt-FuseNet: Context-aware Multimodal Adaptive Fusion of Face and Gait Features using Attention Techniques for Human Identification.

Ashwin Prakash, Thejaswin S, Athira M. Nambiar, Alexandre Bernardino

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Semi-supervised Classification and Segmentation of Forest Fire Using Autoencoders.

Akash Koottungal, Shailesh Pandey, Athira M. Nambiar

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2023

2022

Co-segmentation inspired attention module for video-based computer vision tasks.

Arulkumar Subramaniam, Jayesh Vaidya, Muhammed Abdul Majeed Ameen, Athira M. Nambiar, Anurag Mittal

Comput. Vis. Image Underst., 2022

An Overview of Data Warehouse and Data Lake in Modern Enterprise Data Management.

Athira M. Nambiar, Divyansh Mundra

Big Data Cogn. Comput., 2022

Face Age Progression with Attribute Manipulation.

Sinzith Tatikonda, Athira M. Nambiar, Anurag Mittal

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

2021

Linguistically-aware attention for reducing the semantic gap in vision-language tasks.

Gouthaman KV, Athira M. Nambiar, Sai Srinivas Kancheti, Anurag Mittal

Pattern Recognit., 2021

Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation.

Divya Kothandaraman, Athira M. Nambiar, Anurag Mittal

Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

2019

Gait-based Person Re-identification: A Survey.

Athira M. Nambiar, Alexandre Bernardino, Jacinto C. Nascimento

ACM Comput. Surv., 2019

Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification.

Arulkumar Subramaniam, Athira M. Nambiar, Anurag Mittal

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Cross-context Analysis for Long-term View-point Invariant Person Re-identification via Soft-biometrics using Depth Sensor.

Athira M. Nambiar, Alexandre Bernardino, Jacinto C. Nascimento

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

2017

Towards View-point Invariant Person Re-identification via Fusion of Anthropometric and Gait Features from Kinect Measurements.

Athira M. Nambiar, Alexandre Bernardino, Jacinto C. Nascimento, Ana L. N. Fred

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

A Context-Aware Method for View-Point Invariant Long-Term Re-identification.

Athira M. Nambiar, Alexandre Bernardino

Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2017

Context-Aware Person Re-Identification in the Wild Via Fusion of Gait and Anthropometric Features.

Athira M. Nambiar, Alexandre Bernardino, Jacinto C. Nascimento, Ana L. N. Fred

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

Person Re-identification based on Human Query on Soft Biometrics using SVM Regression.

Athira M. Nambiar, Alexandre Bernardino, Jacinto C. Nascimento

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Person Re-identification in Frontal Gait Sequences via Histogram of Optic Flow Energy Image.

Athira M. Nambiar, Jacinto C. Nascimento, Alexandre Bernardino, José Santos-Victor

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Shape Context for soft biometrics in person re-identification and database retrieval.

Athira M. Nambiar, Alexandre Bernardino, Jacinto C. Nascimento

Pattern Recognit. Lett., 2015

2014

Towards Fully Automated Person Re-identification.

Matteo Taiana, Dario Figueira, Athira M. Nambiar, Jacinto C. Nascimento, Alexandre Bernardino

Proceedings of the VISAPP 2014, 2014

The HDA+ Data Set for Research on Fully Automated Re-identification Systems.

Dario Figueira, Matteo Taiana, Athira M. Nambiar, Jacinto C. Nascimento, Alexandre Bernardino

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2012

Secure image databases through distributed source coding of SIFT descriptors.

Athira M. Nambiar, Marco Tagliasacchi, Enrico Magli

Proceedings of the 14th IEEE International Workshop on Multimedia Signal Processing, 2012

Frontal gait recognition combining 2D and 3D data.

Athira M. Nambiar, Paulo Lobato Correia, Luís Ducla Soares

Proceedings of the Multimedia and Security Workshop, 2012

2010

Wireless intrusion detection based on different clustering approaches.

Athira M. Nambiar, Asha Vijayan, Aishwarya Nandakumar

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010